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e68cec5 4105b78 e68cec5 6e20b9b e68cec5 4105b78 e68cec5 6e20b9b e68cec5 6e20b9b e68cec5 1c9c13f e68cec5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 | """๋นํธ์นด๋ MD โ content/ YAML ๋ณํ๊ธฐ (๊ฐ๋ฐํ ์์ ).
์ฌ์ฉ๋ฒ:
.venv/bin/python scripts/beatcard_convert.py <๋นํธ์นด๋_ํด๋> -o content/beatcards
- ์
๋ ฅ: ์นด๋ฅด๋ฐ๋ผ/0701_์นด๋ฅด๋ฐ๋ผ/๋นํธ์นด๋/ (๊ถ์, ๋ํ๋ ์์ โ ๋ด์ฉ ๋ณํ ๊ธ์ง)
- ์ถ๋ ฅ: content/beatcards/E##.yaml + R-*.yaml
- ๊ตฌ์กฐ ๋ณํ๋ง ํ๋ค. ๋งค์นญ์ด ๋ถํ์คํ ์ ํ์ง ๊ฒฐ๊ณผ๋ ๋ฆฌํฌํธ๋ก ํ์ํ๊ณ axis=None์ผ๋ก ๋จ๊ธด๋ค.
"""
from __future__ import annotations
import argparse
import re
import sys
from pathlib import Path
import yaml
# engine.schemas๋ก ์ฆ์ ๊ฒ์ฆํ๊ธฐ ์ํด ์ ์ฅ์ ๋ฃจํธ๋ฅผ ๊ฒฝ๋ก์ ์ถ๊ฐ
sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
from engine.schemas.beatcard import EpisodeFile, RCard # noqa: E402
AXIS_MAP = {"์ ๋ขฐ+": "trust", "์์ฌ+": "doubt", "์ค๋ฆฝ": "neutral",
"ํ๋ฆผ": "neutral", "์๋": "neutral"}
GATE_MARKS = {"ํ๋ฉด": "all", "์ฌ์ธต": "trust_high"}
RE_CARD_HEADER = re.compile(r"^##\s+(?:โ
\s*)?([A-Z]\d{2}-\d{2}[A-Z]?)\s*[ยทยท]\s*(?:โ
\s*)?([^(\n]+?)(?:\s*\(([^)]*)\))?\s*$", re.M)
RE_TAG = re.compile(r"`(#[^`]+)`")
RE_NEXT = re.compile(r"ยท\s*โ\s*([\w๊ฐ-ํฃ/\-]+)")
RE_CHOICE_HEADER = re.compile(r"^\*\*โท\s*(.+?)\*\*", re.M)
RE_CHOICE_LABEL = re.compile(r"\[([^\]]+)\]")
RE_CHOICE_MOD = re.compile(r"ใ([^ใ]+)ใ")
RE_CENTER = re.compile(r"โ\s*(.+?)\s*โ", re.S)
RE_CHAR_DIALOGUE = re.compile(r"^>\s*([๊ฐ-ํฃA-Za-zยท\s]{1,20}?):\s*[ใ\"](.+?)[ใ\"]\s*$")
RE_OLD_RESULT = re.compile(r"^-\s*\*([^:*]+):\*\s*(.+)$")
RE_NEW_RESULT = re.compile(r"^ใ([^ยทใ]+)\s*ยท\s*([^ใ]*)ใ\s*(.*)$")
RE_RESULT_NEXT = re.compile(r"โ\s*\*{0,2}([A-Z]\d{2}-\d{2}[A-Z]?)\*{0,2}")
RE_BRANCH_MAP = re.compile(r"([๊ฐ-ํฃ]+)\s*โ\s*\*\*([A-Z]\d{2}-\d{2}[A-Z]?)\*\*")
RE_RCARD_REF = re.compile(r"R-[๊ฐ-ํฃ\w]+")
RE_SECTION_STOP = re.compile(r"^(?:โธ\s*๋
ธํธ:|๐ฌ|๐ผ)")
# ์ ์ ๋ฉํ ๋ผ์ธ โ ์ง๋ฌธ์ผ๋ก ์๋ฉด ์ ๋๋ ๋ถ๊ธฐ ๋งคํ ๋ฉ๋ชจ (์: "์จ๊น โ **E06-10C** (โฆ)").
# ๋ณผ๋ ์นด๋ID ์ฐธ์กฐ๊ฐ ๋ณธ๋ฌธ ๋์ฌ/์ง๋ฌธ์ ๋ฑ์ฅํ ์ผ์ ์๋ค
RE_META_LINE = re.compile(r"\*\*E\d{2}-")
RE_STAGE = re.compile(r"^###\s*(\d)๋จ๊ณ\s*[โโ-]\s*(.+)$", re.M)
def _bigrams(s: str) -> set[str]:
s = re.sub(r"[^\w๊ฐ-ํฃ]", "", s)
return {s[i:i + 2] for i in range(len(s) - 1)} | set(s)
def _match_score(label: str, hint: str, text: str) -> float:
"""์ ํ์ง ๋ผ๋ฒจ โ ๊ฒฐ๊ณผ ๋ธ๋ก ์ ์ฌ๋ (๋ผ๋ฒจํํธ ๊ฐ์ค + ๋ณธ๋ฌธ ์๋ถ๋ถ)."""
lb = _bigrams(label)
return 3 * len(lb & _bigrams(hint)) + len(lb & _bigrams(text[:60]))
class EpisodeParser:
def parse(self, text: str, source: str) -> tuple[dict, list[str]]:
warnings: list[str] = []
m = re.search(r"^#\s+(E\d{2})\s+๋นํธ\s*์นด๋\s*[โโ-]\s*(.+?)\s*(?:\(v.*)?$", text, re.M)
ep_id, ep_title = (m.group(1), m.group(2).strip()) if m else ("UNKNOWN", "")
cards = []
headers = list(RE_CARD_HEADER.finditer(text))
for i, h in enumerate(headers):
body = text[h.end(): headers[i + 1].start() if i + 1 < len(headers) else len(text)]
card, ws = self._parse_card(h.group(1), h.group(2).strip(), (h.group(3) or "").strip(), body)
cards.append(card)
warnings += [f"{card['id']}: {w}" for w in ws]
self._resolve_branches(cards, warnings)
self._demote_reach_skips(cards, warnings)
return {"episode": {"id": ep_id, "title": ep_title, "source": source}, "cards": cards}, warnings
# โโ ์นด๋ ํ ์ฅ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
def _parse_card(self, cid: str, title: str, subtitle: str, body: str) -> tuple[dict, list[str]]:
ws: list[str] = []
lines = body.split("\n")
# ํ๊ทธ ๋ผ์ธ (์ฒซ '>' ๋ผ์ธ)
tag_line = next((l for l in lines if l.strip().startswith(">") and "`#" in l), "")
tags = RE_TAG.findall(tag_line)
nxt, next_options = None, []
nm = RE_NEXT.search(tag_line)
if nm:
raw = nm.group(1)
if "/" in raw: # E06-10B/C โ [E06-10B, E06-10C]
head, *rest = raw.split("/")
prefix = head[: head.rfind(head.lstrip("A-Z0-9-")) ] if False else head
base = re.match(r"([A-Z]\d{2}-\d{2})", head)
next_options = [head] + [(base.group(1) + r) if base and len(r) <= 2 else r for r in rest]
else:
nxt = raw
# ์ถ/์ ์ฝ ํ๊ทธ
axis = None
axis_tags = [t for t in tags if t.startswith("#์ถ/")]
if axis_tags:
v = axis_tags[0][len("#์ถ/"):]
axis = AXIS_MAP.get(v) # "์ ๋ขฐ+ยท์์ฌ+" ๊ฐ์ ๋ณตํฉ๊ฐ โ None (์ ํ์ง๊ฐ ๊ฒฐ์ )
frailty = any(t.startswith("#๋ฉ์ปค๋์ฆ/์ ์ฝ๋") for t in tags)
canon = any(t.startswith("#์บ๋
ผ/") for t in tags)
status = next((t.split("/", 1)[1] for t in tags if t.startswith("#์ํ/")), "์ด์")
# ๋ณธ๋ฌธ ์ ๋จ (๋
ธํธ/์ฐ์ถ/์ด๋ฏธ์ง ๋ถ๋ฆฌ)
note = self._grab(body, r"โธ\s*๋
ธํธ:\s*(.+?)(?=\n๐ฌ|\n๐ผ|\n---|\Z)")
direction = self._grab(body, r"๐ฌ\s*\*\*์ฐ์ถ ํฌ์ธํธ:\*\*\s*(.+?)(?=\n๐ผ|\n---|\Z)")
image = self._grab(body, r"๐ผ\s*\*\*์ฅ๋ฉด ์ด๋ฏธ์ง:\*\*\s*(.+?)(?=\n---|\Z)")
# ์ ํ์ง ๋ผ๋ฒจ
choices: list[dict] = []
ch = RE_CHOICE_HEADER.search(body)
if ch:
seg = ch.group(1)
mods = RE_CHOICE_MOD.findall(seg)
for lab in RE_CHOICE_LABEL.findall(seg):
choices.append({"label": lab.strip(), "modifiers": mods, "axis": None,
"result": "", "next": None})
# ๋ด๋ ์ด์
+ ๊ฒฐ๊ณผ ๋ธ๋ก
narration, results = self._parse_blocks(lines, tag_line, ws)
# ๊ฒฐ๊ณผ ๋ธ๋ก โ ์ ํ์ง ๋งค์นญ
if choices and results:
self._match_results(choices, results, ws)
elif results and not choices:
ws.append(f"๊ฒฐ๊ณผ ๋ธ๋ก {len(results)}๊ฐ๊ฐ ์ ํ์ง ์์ด ์กด์ฌ")
# ๋ถ๊ธฐ ๋งคํ ๋ผ์ธ (์จ๊น โ **E06-10C**)์ ์ ์ฒด ์นด๋ ํ์ฑ ํ ํ์ฒ๋ฆฌ (ํ๊น ์นด๋ ๋ณธ๋ฌธ ํ์)
branch_hints = RE_BRANCH_MAP.findall(body)
r_refs = sorted(set(RE_RCARD_REF.findall(body)))
card = {
"id": cid, "title": title, "subtitle": subtitle, "tags": tags,
"status": status, "canon": canon, "next": nxt, "next_options": next_options,
"axis": axis, "frailty": frailty, "narration": narration, "choices": choices,
"r_card_refs": r_refs, "note": note, "direction": direction, "image": image,
}
if branch_hints:
card["_branch_hints"] = branch_hints # ํ์ฒ๋ฆฌ์ฉ ์์ ํค (์ ์ฅ ์ ์ ๊ฑฐ)
return card, ws
def _demote_reach_skips(self, cards: list[dict], warnings: list[str]):
"""canon ๋๋ฌ์ ์ฐํ ๋ฐฉ์ง โ ์ ํ์ง next๊ฐ ํ๋ฅ ๋ถ๊ธฐ์นด๋์ ์ต์
์ด๋ฉด
preset_branch๋ก ๊ฐ๋ฑํ๊ณ ์ ์ ๊ฒฝ๋ก(card.next)๋ฅผ ๋ฐ๋ฅด๊ฒ ํ๋ค."""
by_id = {c["id"]: c for c in cards}
for card in cards:
for ch in card["choices"]:
target = ch.get("next")
if not target:
continue
cur, hops = card, 0
while cur and cur.get("next") in by_id and hops < 6:
cur = by_id[cur["next"]]
hops += 1
if target in cur.get("next_options", []) and cur["id"] != target:
ch["next"] = None
ch["preset_branch"] = target
warnings.append(
f"{card['id']}: '{ch['label'][:14]}โฆ' next={target}๋ "
f"๋๋ฌ์ {cur['id']} ์ฐํ โ preset_branch๋ก ๊ฐ๋ฑ")
break
def _resolve_branches(self, cards: list[dict], warnings: list[str]):
"""๋ถ๊ธฐ ๋งคํ ํ์ฒ๋ฆฌ โ ํ๊น ์นด๋์ ์ฒซ ์ง๋ฌธ๊ณผ ์ ํ์ง ๋ผ๋ฒจ์ ๋์กฐํด 1:1 ๋ฐฐ์ ."""
by_id = {c["id"]: c for c in cards}
for card in cards:
hints = card.pop("_branch_hints", None)
if not hints:
continue
used = set()
for hint, target in hints:
tgt = by_id.get(target)
tgt_text = tgt["narration"][0]["text"] if tgt and tgt["narration"] else ""
cands = [c for i, c in enumerate(card["choices"]) if i not in used]
if not cands:
warnings.append(f"{card['id']}: ๋ถ๊ธฐ '{hint}โ{target}' ๋ฐฐ์ ํ ์ ํ์ง ์์")
continue
best = max(cands, key=lambda c: _match_score(c["label"], hint, "")
+ _match_score(c["label"], "", tgt_text))
score = (_match_score(best["label"], hint, "")
+ _match_score(best["label"], "", tgt_text))
if score <= 0:
warnings.append(f"{card['id']}: ๋ถ๊ธฐ '{hint}โ{target}' ๋งค์นญ ์คํจ โ ์๋ ํ์ธ ํ์")
continue
best["next"] = target
used.add(card["choices"].index(best))
# โโ ๋ณธ๋ฌธ ๋ธ๋ก ํ์ฑ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
def _parse_blocks(self, lines: list[str], tag_line: str, ws: list[str]):
narration, results = [], []
buf: list[str] = []
gate = "all"
in_results = False # โท ํค๋ ์ดํ๋ ๊ฒฐ๊ณผ ์์ญ
cur_result = None
def flush_prose():
t = "\n".join(buf).strip()
buf.clear()
if t:
narration.append({"type": "prose", "text": t, "gate": gate})
def close_result():
nonlocal cur_result
if cur_result:
# ์ฐ์ ์ค์ ์์ฌ ๋ ๋ผ์ฐํ
๋ฉ๋ชจ(โ E##-โฆ)๋ ์ ๋จ
m = RE_RESULT_NEXT.search(cur_result["text"])
if m:
cur_result["next"] = cur_result["next"] or m.group(1)
cur_result["text"] = cur_result["text"][:m.start()]
cur_result["text"] = cur_result["text"].strip()
results.append(cur_result)
cur_result = None
for raw in lines:
line = raw.rstrip()
s = line.strip()
if not s or s == tag_line.strip() or s.startswith("---"):
continue
if RE_SECTION_STOP.match(s):
break
if RE_META_LINE.search(s): # ๋ถ๊ธฐ ๋งคํ ๋ฉ๋ชจ โ ์ง๋ฌธ ๋์ ์ฐจ๋จ
continue
if RE_CHOICE_HEADER.match(s):
flush_prose()
close_result()
in_results = True
continue
nr = RE_NEW_RESULT.match(s)
if nr:
mark, hint, rest = nr.group(1).strip(), nr.group(2).strip(), nr.group(3)
if mark in GATE_MARKS: # ใํ๋ฉดใใ์ฌ์ธตใ = ์ง๋ฌธ ๊ฒ์ดํธ
flush_prose()
gate = GATE_MARKS[mark]
if rest.strip():
buf.append(rest)
continue
flush_prose()
close_result()
nm = RE_RESULT_NEXT.search(rest)
# ํ์ดํ๋ถํฐ๋ ๋ผ์ฐํ
๋ฉ๋ชจ("โ E06-10(๋ ์ ๋ฐ๊ฒฌ) ์ดํ โฆ") โ ๋ณธ๋ฌธ์์ ์ ๋จ
cur_result = {"axis": AXIS_MAP.get(mark), "hint": hint,
"text": (rest[:nm.start()] if nm else rest).strip(),
"next": nm.group(1) if nm else None}
continue
orr = RE_OLD_RESULT.match(s)
if orr and in_results:
flush_prose()
close_result()
cur_result = {"axis": None, "hint": orr.group(1).strip(),
"text": orr.group(2).strip(), "next": None}
continue
if cur_result is not None: # ๊ฒฐ๊ณผ ๋ธ๋ก ์ฐ์ ์ค
cur_result["text"] += "\n" + s
continue
cm = RE_CENTER.search(s)
if cm and s.startswith(">"):
flush_prose()
narration.append({"type": "dialogue_center", "text": cm.group(1).strip(), "gate": gate})
gate = "all" if gate == "trust_high" else gate # ์ฌ์ธต ๊ฒ์ดํธ๋ ๋ํ๋์ฌ๊น์ง
continue
dm = RE_CHAR_DIALOGUE.match(s)
if dm:
flush_prose()
narration.append({"type": "character_dialogue", "speaker": dm.group(1).strip(),
"text": dm.group(2).strip(), "anchor": True, "gate": gate})
continue
if re.match(r"^\*\(.+\)\*$", s):
flush_prose()
narration.append({"type": "stage_direction",
"text": s.strip("*()").strip(), "gate": gate})
continue
if s.startswith(">"):
s = s.lstrip("> ").strip()
buf.append(s)
flush_prose()
close_result()
# ํ๋ฉด ๋ฐฐ์น ์ญํ ์ ๋ โ ๊ท์น ๊ถ์๋ engine.schemas.beatcard.is_lead_in (์ ์ฌ ์์๋ ๋์ผ ์ ์ฉ)
from engine.schemas.beatcard import is_lead_in
for i, b in enumerate(narration[:-1]):
if "role" not in b and is_lead_in(b["type"], b["text"], narration[i + 1]["type"]):
b["role"] = "lead_in"
# ์คํค๋ง ๊ธฐ๋ณธ๊ฐ๊ณผ ๊ฐ์ ํค ์ ๊ฑฐ ์์ด ๊ทธ๋๋ก ๋๋, speaker/anchor ์๋ ๋ธ๋ก์ ๊ธฐ๋ณธ๊ฐ ์๋ต
narration = [
{k: v for k, v in b.items() if not (k == "speaker" and not v)
and not (k == "anchor" and not v) and not (k == "gate" and v == "all")}
for b in narration
]
return narration, results
def _match_results(self, choices: list[dict], results: list[dict], ws: list[str]):
"""๊ฒฐ๊ณผ ๋ธ๋ก์ ์ ํ์ง์ ์ ์ฌ๋ ์์ผ๋ก ๋ฐฐ์ (ํ์, 1:1)."""
pairs = sorted(
((r_i, c_i, _match_score(c["label"], r["hint"], r["text"]))
for r_i, r in enumerate(results) for c_i, c in enumerate(choices)),
key=lambda t: -t[2],
)
used_r, used_c = set(), set()
for r_i, c_i, score in pairs:
if r_i in used_r or c_i in used_c:
continue
r, c = results[r_i], choices[c_i]
if score <= 0:
ws.append(f"๊ฒฐ๊ณผ 'ใ{r['hint']}ใ' โ ์ ํ์ง ๋งค์นญ ์คํจ (score 0)")
used_r.add(r_i)
continue
c["axis"], c["result"] = r["axis"], r["text"]
if r["next"]:
c["next"] = r["next"]
if score < 3:
ws.append(f"๋งค์นญ ์ฝํจ(score {score}): '{c['label']}' โ ใ{r['hint']}ใ")
used_r.add(r_i)
used_c.add(c_i)
@staticmethod
def _grab(body: str, pattern: str) -> str:
m = re.search(pattern, body, re.S)
return re.sub(r"\s+", " ", m.group(1)).strip() if m else ""
class RCardParser:
def parse(self, text: str) -> dict:
m = re.search(r"^#\s+(R-[๊ฐ-ํฃ\w]+)", text, re.M)
rid = m.group(1) if m else "R-UNKNOWN"
tm = re.search(r"^##\s+" + re.escape(rid) + r"\s*[ยทยท]\s*(.+)$", text, re.M)
title = tm.group(1).strip() if tm else ""
tag_line = next((l for l in text.split("\n") if l.strip().startswith(">") and "`#" in l), "")
tags = RE_TAG.findall(tag_line)
rules = []
rm = re.search(r"###\s*๐[^\n]*\n(.*?)(?=\n###)", text, re.S)
if rm:
rules = [re.sub(r"\*\*", "", l.strip("- ").strip())
for l in rm.group(1).split("\n") if l.strip().startswith("-")]
stages = []
stage_iter = list(RE_STAGE.finditer(text))
for i, sm in enumerate(stage_iter):
seg = text[sm.end(): stage_iter[i + 1].start() if i + 1 < len(stage_iter) else len(text)]
anchor_m = RE_CENTER.search(seg)
variants = re.findall(r"-\s*(?:๋ณํ|๋ฌผ๋ฆฌ ์ฆ๊ฑฐ[^:]*):\s*(.+)", seg)
prose = "\n".join(
l.strip() for l in seg.split("\n")
if l.strip() and not l.strip().startswith(("-", ">", "โธ", "#"))
).strip()
stages.append({"stage": int(sm.group(1)), "title": sm.group(2).strip(),
"anchor": anchor_m.group(1).strip() if anchor_m else "",
"prose": prose, "variants": variants})
return {"id": rid, "title": title, "tags": tags, "rules": rules,
"stages": stages, "raw": "" if stages else text}
def save(data: dict, path: Path):
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(yaml.dump(data, allow_unicode=True, sort_keys=False, width=100),
encoding="utf-8")
def main():
ap = argparse.ArgumentParser()
ap.add_argument("input", help="๋นํธ์นด๋ ํด๋ (E01~ ํ์ ํด๋ + R-*.md)")
ap.add_argument("-o", "--output", default="content/beatcards")
ap.add_argument("--episodes", default="E01,E02,E03,E04,E05,E06")
args = ap.parse_args()
src, out = Path(args.input), Path(args.output)
episodes = args.episodes.split(",")
total_cards, all_warnings = 0, []
ep_parser = EpisodeParser()
for ep in episodes:
md = src / ep / f"{ep}_๋นํธ์นด๋.md"
if not md.exists():
print(f"โ ์๋ณธ ์์: {md}")
continue
data, ws = ep_parser.parse(md.read_text(encoding="utf-8"), str(md))
EpisodeFile.model_validate(data) # ์ ์ฅ ์ ์คํค๋ง ๊ฒ์ฆ
save(data, out / f"{ep}.yaml")
total_cards += len(data["cards"])
all_warnings += ws
print(f"โ {ep}: ์นด๋ {len(data['cards'])}๊ฐ โ {out / (ep + '.yaml')}")
r_parser = RCardParser()
for rmd in sorted(src.glob("R-*.md")):
data = r_parser.parse(rmd.read_text(encoding="utf-8"))
RCard.model_validate(data)
save(data, out / f"{data['id']}.yaml")
print(f"โ {data['id']}: ๋จ๊ณ {len(data['stages'])}๊ฐ")
print(f"\n์ด {total_cards}์นด๋ ๋ณํ ์๋ฃ")
if all_warnings:
print(f"\n์ ๊ฒ ํญ๋ชฉ {len(all_warnings)}๊ฑด:")
for w in all_warnings:
print(f" โ {w}")
if __name__ == "__main__":
main()
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